Run
521174

Run 521174

Task 9955 (Supervised Classification) one-hundred-plants-shape Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
862.3938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0092
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5602
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.54
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4646
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.964
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
194.799
UserCPU time millis testing
2.282
UserCPU time millis training
192.517